Journals
Publish with us
Publishing partnerships
About us
Blog
Advances in Civil Engineering
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Advances in Civil Engineering
/
2021
/
Article
/
Tab 4
/
Research Article
Concrete Spalling Severity Classification Using Image Texture Analysis and a Novel Jellyfish Search Optimized Machine Learning Approach
Table 4
values obtained from Wilcoxon signed-rank test results with
F
1 score index.
Models
JSO-SVC
RFC
CNN-Adam
CNN-RMSprop
JSO-SVC
x
0.0028
0.0001
0.0003
RFC
0.0028
x
0.0025
0.0012
CNN-Adam
0.0001
0.0025
x
0.6274
CNN-RMSprop
0.0003
0.0012
0.6274
x